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OpenAI Signals

OpenAI data, research, and stories on real-world AI use.

How people use ChatGPT around the world > Cover image

How the world is putting ChatGPT to work

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Signals individual data

Browse the data to see global individual ChatGPT adoption patterns, geographic distribution, and work and non-work use.

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Signals B2B data

Learn how AI is accelerating enterprise advantage through deeper integration, agentic workflows, and scaled adoption.

Recent news

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How the world is putting ChatGPT to work

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The OpenAI Economic Research Exchange

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AI and the next development leap

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Inside OpenAI: How OpenAI teams use Codex to do more

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How ChatGPT adoption has expanded

Mapping Europe’s AI Workforce Opportunity > Art Card

Mapping Europe’s AI Workforce Opportunity

Reports

How AI is expanding what people do at work

July 2026 | An analysis of how occupation-specific tasks spread across job boundaries.

The AI jobs transition framework for the EU

June 2026 | A map of near-term job impacts of AI in the EU labor market.

How ChatGPT adoption has expanded

June 2026 | A new picture of global AI adoption.

The shift to agentic AI: evidence from Codex

June 2026 | An analysis of Codex usage to understand how agentic AI is shifting work, especially in organizations and at OpenAI.

How ChatGPT adoption broadened in early 2026

May 2026 | Q1 data shows consumer adoption growth among users over 35 and those with typically feminine names.

How frontier firms are pulling ahead

May 2026 | B2B Signals shows how the frontier advantage is beginning to compound for firms using AI more deeply, more broadly, and in more delegated workflows.

Main Street entrepreneurship, powered by ChatGPT

May 2026 | Empowering entrepreneurs with ChatGPT.

The AI jobs transition framework

April 2026 | Mapping AI’s near-term impact on jobs.

ChatGPT and the price of work

March 2026 | How Americans use ChatGPT to help them close the wage information gap.

OpenAI Signals

February 2026 | A new resource to measure AI adoption and empower decisions, while protecting privacy.

How India uses ChatGPT

February 2026 | Explore how users in the world’s largest democracy have adopted ChatGPT.

Ending the capability overhang

January 2026 | Proposals to close the gap between what AI tools can do and how users are using them.

State of enterprise AI 2025

December 2025 | A comprehensive look at how enterprises are adopting AI.

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Data and methodology

Download data and understand the methodology behind what we have published.

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Research and analysis

Research and analysis on how AI is being adopted and its impact on the economy and society.

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